{"id":"W2946263699","doi":"10.1186/s40794-019-0080-1","title":"Implementation and evaluation of a quality and safety tool for ambulatory strongyloidiasis patients at high risk of adverse outcome","year":2019,"lang":"en","type":"article","venue":"Tropical Diseases Travel Medicine and Vaccines","topic":"T-cell and Retrovirus Studies","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Public Health Ontario; McMaster University Medical Centre; Canada Research Chairs; McMaster University; Toronto General Hospital; University of Toronto","funders":"","keywords":"Strongyloidiasis; Medicine; Strongyloides stercoralis; Adverse effect; Ivermectin; Strongyloides; Ambulatory; Prospective cohort study; Internal medicine; Intensive care medicine; Surgery; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001342995,0.0001160274,0.0004080656,0.00004939143,0.00007930295,6.746102e-7,0.00002794059,0.00005958613,0.0001547231],"category_scores_gemma":[0.0001686952,0.00007578192,0.00004558398,0.00003097409,0.0001257994,0.00003969109,0.00004385496,0.00004124748,9.125886e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001535597,"about_ca_system_score_gemma":0.00001391605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002920914,"about_ca_topic_score_gemma":0.00006788759,"domain_scores_codex":[0.9990516,0.0001447171,0.0004246438,0.0001914663,0.00006998067,0.0001175947],"domain_scores_gemma":[0.9992293,0.0002915522,0.0002087143,0.00009534533,0.0001482956,0.00002684567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008591937,0.00006920432,0.9813443,0.0002427915,0.0001853236,2.426481e-8,0.0002300634,5.639543e-7,0.005385927,0.0003847218,0.00008293285,0.01121492],"study_design_scores_gemma":[0.01113631,0.0007037833,0.9854311,0.00002689156,0.0008258831,2.971935e-7,0.0009919784,0.000005687244,0.000551434,0.0001919682,0.00005549681,0.00007914958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953131,0.003375137,0.00002576891,0.000124509,0.0001359902,0.0006027779,0.0004085443,0.000005487991,0.000008654311],"genre_scores_gemma":[0.9990999,0.0006337668,0.00001525037,0.00004033934,0.00002143796,0.00001868716,0.0001245577,0.000005005641,0.00004109887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01113577,"threshold_uncertainty_score":0.3090297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03337163772324669,"score_gpt":0.3359323070366358,"score_spread":0.3025606693133891,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}